This file contains some resources for further learning and exploration
- Object detection:
- Keywords
- Yolo, Object Detection
- Importance:
- Possible Dataset
- Approaches/Methodologies Description:
- Lecture Collection | Convolutional Neural Networks for Visual Recognition (Spring 2017)， Understanind CNN, Lecture Collection | Convolutional Neural Networks
- Deep Learning for Computer Vision, https://www.youtube.com/playlist?list=PL5-TkQAfAZFbzxjBHtzdVCWE0Zbhomg7r
- Implementation:
- !!! Drone Programming With Python Course | 3 Hours | Including x4 Projects | Computer Vision
- OpenCv Samples, C:\Users\59384\opencv-4.5.5\opencv\samples\python --> Can be used for testing OpenCV installation as well
- What’s new in YOLO v3?, https://towardsdatascience.com/yolo-v3-object-detection-53fb7d3bfe6b
- How to implement a YOLO (v3) object detector from scratch in PyTorch: Part 1, https://blog.paperspace.com/how-to-implement-a-yolo-object-detector-in-pytorch/
- Deep Learning for Vision System, https://github.com/moelgendy/deep_learning_for_vision_systems
- ageron/-ml, https://github.com/ageron/handson-ml
- Top-down learning path: Machine Learning for Software Engineers, https://github.com/ZuzooVn/machine-learning-for-software-engineers
- Awesome Computer Vision: https://github.com/jbhuang0604/awesome-computer-vision
- Top Deep Learning Projects, A list of popular github projects related to deep learning (ranked by stars), https://github.com/aymericdamien/TopDeepLearning
- Practical-Deep-Learning-Book, https://github.com/PracticalDL/Practical-Deep-Learning-Book
- Learn_Computer_Vision, the curriculum for "Learn Computer Vision" by Siraj Raval on Youtube, https://github.com/llSourcell/Learn_Computer_Vision
- Computer Vision Nanodegree Program, Exercises, code exercises and materials for Udacity's Computer Vision Nanodegree program, https://github.com/udacity/CVND_Exercises
- computer_vision_tutorial, An intro to computer vision course created for Amazon's machine learning university, https://github.com/moelgendy/computer_vision_tutorial
- Concept from Paper:
- 论文总结 | CVPR2021目标检测论文大盘点（65篇优秀论文）, https://mp.weixin.qq.com/s/0KdShy9whUQEyPMzEFpswg
- 目标检测算法-YOLOv4 详解, https://mp.weixin.qq.com/s/_tjUbwG2PahLO9JSt3Nl_w
- https://mp.weixin.qq.com/mp/homepage?__biz=MzI1MzUwMzMwOQ==&hid=6&sn=f7777da8d0800f2dcc2148b99c55ecd0&scene=1&devicetype=iOS15.2.1&version=1800112c&lang=en&nettype=WIFI&ascene=0&fontScale=100&wx_header=3
- Keywords